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VERDICT

Should I use The Enterprise AI Control Plane | Collibra?

Collibra is the Enterprise AI Control Plane. Built over eighteen years of ontology engineering, it governs context and control across any data, any model, any agent. - collibra.com

Depends. Legit pick for large enterprises with governance staff and sprawling data, model, and agent estates to control. Small teams, startups, or anyone wanting transparent pricing and fast setup should skip it.

Confidence

Medium. Based on 14 public sources. Mostly vendor, partner, and SEO content; no verbatim user reviews found.

Ratings

  • Value for moneyNo pricing or user value evidence found
  • Ease of useNo user evidence on setup effort
  • Feature depth
  • Support qualityNo user support evidence found
  • Security postureNo security page or findings in crawl

Pricing

Not disclosed

ModelNot disclosed
Monthly feesNot disclosed
HardwareNot disclosed

Best for

  • Large enterprises with data governance teams
  • Regulated industries under AI compliance pressure
  • Orgs running many models and agents
  • SAP- and Databricks-centric stacks

Not for

  • Startups and small teams
  • Anyone without dedicated governance staff
  • Buyers needing transparent, self-serve pricing
  • Teams wanting quick setup without consultants

Gotchas - check before you buy

high

Deep lock-in: 18 years of proprietary ontology becomes your metadata backbone.

medium

No published pricing — expect quote-based enterprise contracts; budget accordingly.

medium

Rebranded from data governance to 'AI Control Plane' — evaluate actual AI features, not messaging.

medium

Crawl found no public security page — request SOC 2/ISO evidence during evaluation.

Pros and cons

Pros

  • Eighteen years of ontology engineering; mature data governance core
  • Named leader in 2026 IDC MarketScape
  • Single control plane spans data, models, and agents
  • Databricks integration via MCP for grounding agentic AI
  • Expanded SAP partnership targeting enterprise AI governance

Cons

  • No transparent pricing; sales-led enterprise motion only
  • Value requires connecting all data, models, agents — heavy lift
  • Crowded category; many vendors now claim the same label
  • Data-governance vendor repositioning; AI messaging newer than 18-year core

Sources & method

Analyzed 9/21/2026 - 11 sources - No known vulnerabilities found in the sources reviewed.

official x3review x4security x1news x3

Key stats

  • Feature depth: 5/5

    Rating

  • Not disclosed

    Starting price

  • 11

    Sources

  • Analyzed

  • Value for money. No pricing or user value evidence found
  • Ease of use. No user evidence on setup effort
  • Feature depth: 5/5. Eighteen years of ontology across data, models, agents
  • Support quality. No user support evidence found
  • Security posture. No security page or findings in crawl
  • 18+ Years in market Founded ~2008, per company tagline
  • Leader Analyst standing 2026 IDC MarketScape, per company post
  • None Public pricing Not published in sources reviewed

Pricing

Not disclosed

Security

No known vulnerabilities found in the sources reviewed.

What users say

No verbatim user reviews surfaced; coverage is overwhelmingly vendor, partner, and SEO content.

Alternatives

Compare The Enterprise AI Control Plane | Collibra with each alternative.

Full analysis

Based on 14 public sources. Mostly vendor, partner, and SEO content; no verbatim user reviews found.

Enterprise AI/data governance for big orgs with big budgets. Overkill for small teams — no public pricing, sales-led only.

Methodology

Based on 14 public sources. Mostly vendor, partner, and SEO content; no verbatim user reviews found.

Sources

  1. The Enterprise AI Control Plane | Collibracollibra.com
    official
  2. AI Command Center | Collibracollibra.com
    official
  3. Grounding agentic AI with the Collibra MCP for Databrickscollibra.com
    official
  4. SAP and Collibra expand partnershipcollibra.com
    news
  5. Collibra named leader in 2026 IDC MarketScapefacebook.com
    news
  6. The AI Control Plane Buyer's Guide | Fiddler AIfiddler.ai
    review
  7. Enterprise AI Control Plane: Definition, Architecture and Buyer's Guidedatareadyai.com
    review
  8. Collibra alternatives | DataSparrcdatasparc.com
    review
  9. TrueFoundry Named 2026 Global AI Control Plane Leadertruefoundry.com
    news
  10. Best AI Governance Tools | G2g2.com
    review
  11. Security pagecollibra.com
    security

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